Hryhorii Chereda

Explaining decisions of graph convolutional neural networks: patient-specific molecular subnetworks responsible for metastasis prediction in breast cancer

Hryhorii Chereda, Annalen Bleckmann, Kerstin Menck et al. · Genome Medicine · 2021 · 108 citations · Full text

Utilizing Molecular Network Information via Graph Convolutional Neural Networks to Predict Metastatic Event in Breast Cancer

Hryhorii Chereda, Annalen Bleckmann, Frank Krämer et al. · Studies in health technology and informatics · 2019 · 36 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +20

Ensemble-GNN: federated ensemble learning with graph neural networks for disease module discovery and classification

Bastian Pfeifer, Hryhorii Chereda, Roman Martin et al. · Bioinformatics · 2023 · 20 citations · Full text

Text mining-based word representations for biomedical data analysis and protein-protein interaction networks in machine learning tasks

Halima Alachram, Hryhorii Chereda, Tim Beißbarth et al. · PLoS ONE · 2021 · 18 citations · Full text

Explaining decisions of Graph Convolutional Neural Networks: patient-specific molecular subnetworks responsible for metastasis prediction in breast cancer

Hryhorii Chereda, Annalen Bleckmann, Kerstin Menck et al. · 2020 · 13 citations · Full text